{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6d0d7451",
   "metadata": {},
   "source": [
    "## 数据获取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d36649e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fefefd8c",
   "metadata": {},
   "source": [
    "* 请求方法：POST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b39e6e70",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6f6bb9b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "    \"data\":{\n",
    "        \"mainSearchPcConditionForm\":{\n",
    "            \"city\":\"050020\",\n",
    "            \"dq\":\"050020\",\n",
    "            \"pubTime\":\"\",\n",
    "            \"currentPage\":\"0\",\n",
    "            \"pageSize\":40,\n",
    "            \"key\":\"产品经理\",\n",
    "            \"suggestTag\":\"\",\n",
    "            \"workYearCode\":\"1$3\",\n",
    "            \"compId\":\"\",\n",
    "            \"compName\":\"\",\n",
    "            \"compTag\":\"\",\n",
    "            \"industry\":\"\",\n",
    "            \"salary\":\"\",\n",
    "            \"jobKind\":\"\",\n",
    "            \"compScale\":\"\",\n",
    "            \"compKind\":\"\",\n",
    "            \"compStage\":\"\",\n",
    "            \"eduLevel\":\"\"},\n",
    "        \"passThroughForm\":{\n",
    "            \"scene\":\"condition\",\n",
    "                           \"skId\":\"wybibtz1aiszbjmi04npybw27lwjrig9\",\n",
    "                           \"fkId\":\"m03ez63rqh9w85l7wp95u0ebsf5vdx38\",\n",
    "                           \"ckId\":\"3b29iuddljqf59cydxyrva195gws0t99\",\n",
    "                           \"suggest\":None}\n",
    "    }\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "94f9f567",
   "metadata": {},
   "outputs": [],
   "source": [
    "#headers = {\n",
    "#   'User-Agent':\"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36\"\n",
    "#}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "e29f86d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=0baa2ddaa7774d8fba2b9c2c3d8ba166; __uuid=1670205465393.76; XSRF-TOKEN=jFbKBscGQu-Qqzq9Ues4pQ; _ga=GA1.1.918067290.1681902564; __tlog=1681902565833.98%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902572; __session_seq=21; __uv_seq=21; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681904656; _ga_54YTJKWN86=GS1.1.1681906862.2.0.1681906862.0.0.0',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"Windows\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63da3973",
   "metadata": {},
   "source": [
    "* json.dumps:把python当中的字典转换为json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "e5559485",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.post(url,data=json.dumps(payload),headers=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "0f93f3e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': 'application/json, text/plain, */*', 'Connection': 'keep-alive', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'no-cache', 'Content-Length': '550', 'Content-Type': 'application/json;charset=UTF-8;', 'Cookie': '__gc_id=0baa2ddaa7774d8fba2b9c2c3d8ba166; __uuid=1670205465393.76; XSRF-TOKEN=jFbKBscGQu-Qqzq9Ues4pQ; _ga=GA1.1.918067290.1681902564; __tlog=1681902565833.98%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902572; __session_seq=21; __uv_seq=21; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681904656; _ga_54YTJKWN86=GS1.1.1681906862.2.0.1681906862.0.0.0', 'Host': 'apic.liepin.com', 'Origin': 'https://www.liepin.com', 'Pragma': 'no-cache', 'Referer': 'https://www.liepin.com/', 'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"', 'sec-ch-ua-mobile': '?0', 'sec-ch-ua-platform': '\"Windows\"', 'Sec-Fetch-Dest': 'empty', 'Sec-Fetch-Mode': 'cors', 'Sec-Fetch-Site': 'same-site', 'X-Client-Type': 'web', 'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}', 'X-Fscp-Fe-Version': '', 'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}', 'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f', 'X-Fscp-Version': '1.1', 'X-Requested-With': 'XMLHttpRequest', 'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "60ee739b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "47aa99d4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'job': {'labels': ['牙齿正畸'],\n",
       "      'title': '客户经理--齿科正畸产品',\n",
       "      'salary': '10-14k·14薪',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230426154755',\n",
       "      'jobId': '57784639',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': True,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957784639.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'advViewFlag': True},\n",
       "     'comp': {'compId': 7864451,\n",
       "      'compScale': '10000人以上',\n",
       "      'compLogo': '5bfe910574719d35745abfa303a.png',\n",
       "      'compName': '3M中国',\n",
       "      'compIndustry': '化工',\n",
       "      'link': 'https://www.liepin.com/company/7864451/'},\n",
       "     'recruiter': {'imId': '7bcd6f67675b9b1f6042c177f0a1d2b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': 'recruiting manager',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5d639dabd0718579c6ce8cec04u.jpg',\n",
       "      'recruiterId': 'f51c1d2e9c63ee702eb20f824463cbc5'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257784639%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"7bcd6f67675b9b1f6042c177f0a1d2b1\",\"imUserType\":\"2\",\"jobId\":\"57784639\",\"recruiterName\":\"徐女士\",\"userId\":\"f51c1d2e9c63ee702eb20f824463cbc5\",\"recruiterPhoto\":\"5d639dabd0718579c6ce8cec04u.jpg\"}'},\n",
       "    {'job': {'labels': ['泌尿外科'],\n",
       "      'title': '医药产品经理',\n",
       "      'salary': '25-30k·14薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230321153342',\n",
       "      'jobId': '57157157',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957157157.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8275623,\n",
       "      'compScale': '2000-5000人',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compName': '康方生物',\n",
       "      'compIndustry': '制药',\n",
       "      'link': 'https://www.liepin.com/company/8275623/'},\n",
       "     'recruiter': {'imId': 'd4cc4bca17cae276aefc9b4a2bd8879c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '高级医学信息沟通专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg',\n",
       "      'recruiterId': '22ab2b1a88769c3259935c280d474240'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257157157%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"d4cc4bca17cae276aefc9b4a2bd8879c\",\"imUserType\":\"2\",\"jobId\":\"57157157\",\"recruiterName\":\"刘先生\",\"userId\":\"22ab2b1a88769c3259935c280d474240\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'},\n",
       "    {'job': {'labels': ['市场营销', '产品管理', '产品开发'],\n",
       "      'title': ' Product Manager ',\n",
       "      'salary': '25-30k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230426100705',\n",
       "      'jobId': '45177357',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45177357.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某国内大型快消品公司',\n",
       "      'compIndustry': '日化',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '9cfdabc8878349689809d03804875792',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '孙女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6321be3095ee1c04143439eb01u.jpeg',\n",
       "      'recruiterId': '47227c6fbfcd952686963be95b15422d'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245177357%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"9cfdabc8878349689809d03804875792\",\"imUserType\":\"2\",\"jobId\":\"45177357\",\"recruiterName\":\"孙女士\",\"userId\":\"47227c6fbfcd952686963be95b15422d\",\"recruiterPhoto\":\"6321be3095ee1c04143439eb01u.jpeg\"}'},\n",
       "    {'job': {'labels': ['供应链产品', '数据分析'],\n",
       "      'title': '产品经理助理',\n",
       "      'salary': '5-7k·13薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230426095802',\n",
       "      'jobId': '57816811',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957816811.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 9730786,\n",
       "      'compScale': '100-499人',\n",
       "      'compLogo': '6260c4f2d16c9b55d258a16501u.png',\n",
       "      'compName': '京邦集团',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'link': 'https://www.liepin.com/company/9730786/'},\n",
       "     'recruiter': {'imId': '5fdfb4259befbf07160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '杜先生',\n",
       "      'recruiterTitle': '',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg',\n",
       "      'recruiterId': 'c8d145acb0a3162c59941f318d428c38'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257816811%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"5fdfb4259befbf07160bef405ccde8ba\",\"imUserType\":\"2\",\"jobId\":\"57816811\",\"recruiterName\":\"杜先生\",\"userId\":\"c8d145acb0a3162c59941f318d428c38\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}'},\n",
       "    {'job': {'labels': ['数据分析'],\n",
       "      'title': '助理产品经理',\n",
       "      'salary': '16-20k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20220919114809',\n",
       "      'jobId': '40053971',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1940053971.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 12568645,\n",
       "      'compScale': '100-499人',\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '6441ff67c063625b1d3bc6c104u.png',\n",
       "      'compName': '江苏知原药业股份有限公司',\n",
       "      'compIndustry': '制药',\n",
       "      'link': 'https://www.liepin.com/company/12568645/'},\n",
       "     'recruiter': {'imId': '529552300bc2bc6e160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '1590a7fa7a4c122cc9faa5f1f002919b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2240053971%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"529552300bc2bc6e160bef405ccde8ba\",\"imUserType\":\"2\",\"jobId\":\"40053971\",\"recruiterName\":\"徐女士\",\"userId\":\"1590a7fa7a4c122cc9faa5f1f002919b\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['金融产品', '商业产品', 'IT互联网', '金融行业', '产品优化', '产品设计'],\n",
       "      'title': '数字化产品经理岗',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230406115341',\n",
       "      'jobId': '57565197',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957565197.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=5',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8136395,\n",
       "      'compScale': '100-499人',\n",
       "      'compLogo': '64464ce8f14c1769ed8f0a7403u.png',\n",
       "      'compName': '广州越秀金融控股集团有限公司',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'link': 'https://www.liepin.com/company/8136395/'},\n",
       "     'recruiter': {'imId': '4acca2cffc6204f40e33f8ac54fbf39e',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '方女士',\n",
       "      'recruiterTitle': '高级人力资源经理',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '957da5d54f0e05cf25285db46809d2f1'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257565197%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"4acca2cffc6204f40e33f8ac54fbf39e\",\"imUserType\":\"2\",\"jobId\":\"57565197\",\"recruiterName\":\"方女士\",\"userId\":\"957da5d54f0e05cf25285db46809d2f1\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品规划'],\n",
       "      'title': '助理产品经理',\n",
       "      'salary': '12-21k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230131173142',\n",
       "      'jobId': '42213621',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1942213621.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=6',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8788514,\n",
       "      'compScale': '500-999人',\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '60f0012c66b5e17b60aa022905u.png',\n",
       "      'compName': '一品红',\n",
       "      'compIndustry': '制药',\n",
       "      'link': 'https://www.liepin.com/company/8788514/'},\n",
       "     'recruiter': {'imId': '883cd419b3e5fda8befa578784e31c32',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '庞先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986bdfb13a7dee342f2108u.jpg',\n",
       "      'recruiterId': 'cb4f864075f8397e2ebcc61831f46d45'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2242213621%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"883cd419b3e5fda8befa578784e31c32\",\"imUserType\":\"2\",\"jobId\":\"42213621\",\"recruiterName\":\"庞先生\",\"userId\":\"cb4f864075f8397e2ebcc61831f46d45\",\"recruiterPhoto\":\"5f8f986bdfb13a7dee342f2108u.jpg\"}'},\n",
       "    {'job': {'labels': ['广告产品',\n",
       "       '广告行业',\n",
       "       '游戏行业',\n",
       "       '计算机软件',\n",
       "       '产品设计',\n",
       "       '流程设计',\n",
       "       '数据分析',\n",
       "       '团队管理'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230310175540',\n",
       "      'jobId': '48652943',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1948652943.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=7',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8166526,\n",
       "      'compScale': '500-999人',\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compName': '广州乐牛游戏',\n",
       "      'compIndustry': '游戏',\n",
       "      'link': 'https://www.liepin.com/company/8166526/'},\n",
       "     'recruiter': {'imId': '7d9de10d9f7b0a9c9941166e65ebdb6f',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '文饶',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg',\n",
       "      'recruiterId': 'ba92c288ac646d9975818ed14bd0d05e'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2248652943%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"7d9de10d9f7b0a9c9941166e65ebdb6f\",\"imUserType\":\"2\",\"jobId\":\"48652943\",\"recruiterName\":\"文饶\",\"userId\":\"ba92c288ac646d9975818ed14bd0d05e\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'title': '家居-产品经理',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102615',\n",
       "      'jobId': '44668403',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668403.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=8',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244668403%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"jobId\":\"44668403\",\"recruiterName\":\"张女士\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'title': '照明-产品经理',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102239',\n",
       "      'jobId': '44668045',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668045.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=9',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244668045%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"jobId\":\"44668045\",\"recruiterName\":\"张女士\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['旅游产品', 'to C', 'OTA', '英文'],\n",
       "      'title': '产品经理（海外业务）',\n",
       "      'salary': '12-20k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230413145517',\n",
       "      'jobId': '57485259',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957485259.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=10',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8082331,\n",
       "      'compScale': '1000-2000人',\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '59b6035970324a7f8c9d651306a.jpg',\n",
       "      'compName': '租租车',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': 'https://www.liepin.com/company/8082331/'},\n",
       "     'recruiter': {'imId': '771cd76556a28fdf9ccf3dc45f6d7696',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人力资源主管',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '3fcd2f12b166bad5fdacd2bbba7fbaf4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257485259%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"771cd76556a28fdf9ccf3dc45f6d7696\",\"imUserType\":\"2\",\"jobId\":\"57485259\",\"recruiterName\":\"梁女士\",\"userId\":\"3fcd2f12b166bad5fdacd2bbba7fbaf4\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['需求挖掘', '团队管理', '需求调研', '项目管理', '跨部门沟通', '项目开发'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '12-15k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230214160846',\n",
       "      'jobId': '56099491',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956099491.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=11',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 13001749,\n",
       "      'compScale': '1000-2000人',\n",
       "      'compLogo': '61a5bb22f96ca95918aa2e9206u.png',\n",
       "      'compName': '广东森宝文化实业有限公司',\n",
       "      'compIndustry': '工艺品',\n",
       "      'link': 'https://www.liepin.com/company/13001749/'},\n",
       "     'recruiter': {'imId': '4dd9c611f28fb31268c56fcc9b2af6cb',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '黄女士',\n",
       "      'recruiterTitle': '人力行政实习生',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '63ec2b240a1ead27bd40dc1505u.png',\n",
       "      'recruiterId': '93dd604f1509212fa3eb4df9e13b6d62'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2256099491%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"4dd9c611f28fb31268c56fcc9b2af6cb\",\"imUserType\":\"2\",\"jobId\":\"56099491\",\"recruiterName\":\"黄女士\",\"userId\":\"93dd604f1509212fa3eb4df9e13b6d62\",\"recruiterPhoto\":\"63ec2b240a1ead27bd40dc1505u.png\"}'},\n",
       "    {'job': {'labels': ['生物科技'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '20-40k·14薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230327134052',\n",
       "      'jobId': '57310499',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957310499.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=12',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 13113895,\n",
       "      'compScale': '100-499人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '态创生物',\n",
       "      'compIndustry': '生物技术',\n",
       "      'link': 'https://www.liepin.com/company/13113895/'},\n",
       "     'recruiter': {'imId': 'f7db13688dbb016edf514c63e89fb1b8',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '谭先生',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6423908b3bc4c916d465997108u.png',\n",
       "      'recruiterId': '42d729da7b77447d94ee8f73bffdc0cd'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257310499%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"f7db13688dbb016edf514c63e89fb1b8\",\"imUserType\":\"2\",\"jobId\":\"57310499\",\"recruiterName\":\"谭先生\",\"userId\":\"42d729da7b77447d94ee8f73bffdc0cd\",\"recruiterPhoto\":\"6423908b3bc4c916d465997108u.png\"}'},\n",
       "    {'job': {'labels': ['NFC', '一卡通'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230131145853',\n",
       "      'jobId': '43004537',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/43004537.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=13',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '1000-2000人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州大型互联网公司',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': 'c19a3d02ddef3222e70dc0cfcb4da503',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '秦先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '625e156c9acaf0067ad22cbb08u.jpg',\n",
       "      'recruiterId': '2811825ea5bfeb820b7c63a6104db6fb'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2243004537%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"c19a3d02ddef3222e70dc0cfcb4da503\",\"imUserType\":\"2\",\"jobId\":\"43004537\",\"recruiterName\":\"秦先生\",\"userId\":\"2811825ea5bfeb820b7c63a6104db6fb\",\"recruiterPhoto\":\"625e156c9acaf0067ad22cbb08u.jpg\"}'},\n",
       "    {'job': {'labels': ['工具产品'],\n",
       "      'title': '充电-产品经理',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230323102443',\n",
       "      'jobId': '44668245',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '学历不限',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44668245.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=14',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png',\n",
       "      'recruiterId': '0dfca8bd388cf67f1995baa6429364e4'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244668245%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"jobId\":\"44668245\",\"recruiterName\":\"张女士\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}'},\n",
       "    {'job': {'labels': ['工具产品', 'IT互联网', '产品设计', '原型设计', '产品规划', '用户研究'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '8-13k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20221125094722',\n",
       "      'jobId': '46355485',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1946355485.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=15',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 9257569,\n",
       "      'compScale': '100-499人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '5bfea0bd74719d2aa34c05b003a.png',\n",
       "      'compName': '广州天迅网络科技有限公司',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'link': 'https://www.liepin.com/company/9257569/'},\n",
       "     'recruiter': {'imId': '612d2e8328d1f75dfdb07c5a03f49b8b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源负责人',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '1cb765d37bd0684eff1ae1f928339e0b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2246355485%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"612d2e8328d1f75dfdb07c5a03f49b8b\",\"imUserType\":\"2\",\"jobId\":\"46355485\",\"recruiterName\":\"陈女士\",\"userId\":\"1cb765d37bd0684eff1ae1f928339e0b\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '心血管产品线总经理',\n",
       "      'salary': '30-50k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230310203843',\n",
       "      'jobId': '44296619',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44296619.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=16',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某广州医疗设备上市公司',\n",
       "      'compIndustry': '医疗器械',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': 'aff648644d2a1229fa1c74c9d557610b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6246e8b3bc8c77795d23422d03u.png',\n",
       "      'recruiterId': '1f85cb9fa2d342ded02e1a3cb9420619'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244296619%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"aff648644d2a1229fa1c74c9d557610b\",\"imUserType\":\"2\",\"jobId\":\"44296619\",\"recruiterName\":\"王女士\",\"userId\":\"1f85cb9fa2d342ded02e1a3cb9420619\",\"recruiterPhoto\":\"6246e8b3bc8c77795d23422d03u.png\"}'},\n",
       "    {'job': {'labels': ['产品经理', 'MCS系统', 'B2B报价系统'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-增城区',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230406101734',\n",
       "      'jobId': '45039771',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45039771.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=17&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=17',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某大型知名家具/家居公司',\n",
       "      'compIndustry': '家具/家居',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '9f14288df001c0c215bfaefec8d20490',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5d541bac4ebeb1284dfb924f06u.jpg',\n",
       "      'recruiterId': '565849ded1b9b95e377539f79c05e41c'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245039771%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"9f14288df001c0c215bfaefec8d20490\",\"imUserType\":\"2\",\"jobId\":\"45039771\",\"recruiterName\":\"王女士\",\"userId\":\"565849ded1b9b95e377539f79c05e41c\",\"recruiterPhoto\":\"5d541bac4ebeb1284dfb924f06u.jpg\"}'},\n",
       "    {'job': {'labels': ['数据分析'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '15-20k·13薪',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20210723095531',\n",
       "      'jobId': '41293593',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941293593.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=18&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=18',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 9249321,\n",
       "      'compScale': '50-99人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60f919edecacff0bd07ea1c308u.jpg',\n",
       "      'compName': '卓术信息',\n",
       "      'compIndustry': '科技金融',\n",
       "      'link': 'https://www.liepin.com/company/9249321/'},\n",
       "     'recruiter': {'imId': 'abdc4a6288cb408c67afc08fad36a30d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '广州卓术信息科技有限公司',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': '41a7ab5db2267b7a7086e5281ecdcd6d'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2241293593%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"abdc4a6288cb408c67afc08fad36a30d\",\"imUserType\":\"2\",\"jobId\":\"41293593\",\"recruiterName\":\"陈女士\",\"userId\":\"41a7ab5db2267b7a7086e5281ecdcd6d\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品设计', 'axure', 'visio', 'xmind', 'erp', '需求分析'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '7-12k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20211112142054',\n",
       "      'jobId': '44638211',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1944638211.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=19&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=19',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8947527,\n",
       "      'compScale': '500-999人',\n",
       "      'compStage': '战略投资',\n",
       "      'compLogo': '5fd9ac8a1721db2a11d6bfe501u.png',\n",
       "      'compName': '亮健集团',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': 'https://www.liepin.com/company/8947527/'},\n",
       "     'recruiter': {'imId': 'a7c1274d81ffbd5c8fa263ed17de85b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'd065b1daa7bcb84ae6c40ac9e0b1d9fc'},\n",
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       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"a7c1274d81ffbd5c8fa263ed17de85b1\",\"imUserType\":\"2\",\"jobId\":\"44638211\",\"recruiterName\":\"李女士\",\"userId\":\"d065b1daa7bcb84ae6c40ac9e0b1d9fc\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': ['电子商务',\n",
       "       '家具设计',\n",
       "       '产品规划',\n",
       "       '欧美风格',\n",
       "       '轻奢风格',\n",
       "       '实木家具',\n",
       "       '板木家具',\n",
       "       '软体家具'],\n",
       "      'title': '家具产品经理',\n",
       "      'salary': '15-30k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20220729142500',\n",
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       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1946557423.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=20&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=20',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 10239197,\n",
       "      'compScale': '500-999人',\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '60646aae992c4240ea9983b905u.png',\n",
       "      'compName': '爆米科技',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': 'https://www.liepin.com/company/10239197/'},\n",
       "     'recruiter': {'imId': 'b9f180babb88d8c1d6a9d1214a39013b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': 'hrbp',\n",
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       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': 'a2d2354bf657634e4912f8ab59d2cc03'},\n",
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       "    {'job': {'labels': ['工具产品', '移动端产品'],\n",
       "      'title': '产品经理（工具产品）',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230411145606',\n",
       "      'jobId': '55540905',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1955540905.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=21&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=21',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8835306,\n",
       "      'compScale': '100-499人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '5de9b7cf276e4871f4155d2a08u.jpg',\n",
       "      'compName': '至真信息',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': 'https://www.liepin.com/company/8835306/'},\n",
       "     'recruiter': {'imId': '419e123d9f6bdaed6dadb487287a091a',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '康女士',\n",
       "      'recruiterTitle': '招聘',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5de9b8bfcd52473b94f2fba308u.jpg',\n",
       "      'recruiterId': '626782c0f12b3069230926edcca89924'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2255540905%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"419e123d9f6bdaed6dadb487287a091a\",\"imUserType\":\"2\",\"jobId\":\"55540905\",\"recruiterName\":\"康女士\",\"userId\":\"626782c0f12b3069230926edcca89924\",\"recruiterPhoto\":\"5de9b8bfcd52473b94f2fba308u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '产品经理（金融类产品）',\n",
       "      'salary': '8-15k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230316172436',\n",
       "      'jobId': '41342655',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941342655.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=22&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=22',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8166526,\n",
       "      'compScale': '500-999人',\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compName': '广州乐牛游戏',\n",
       "      'compIndustry': '游戏',\n",
       "      'link': 'https://www.liepin.com/company/8166526/'},\n",
       "     'recruiter': {'imId': '03e8d37d540f7aacac365a663ca833da',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '吴女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '0042dacfb48178e98761eb2ffb64e351'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2241342655%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"03e8d37d540f7aacac365a663ca833da\",\"imUserType\":\"2\",\"jobId\":\"41342655\",\"recruiterName\":\"吴女士\",\"userId\":\"0042dacfb48178e98761eb2ffb64e351\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': ['云网编排', '电信'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '12-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230426085740',\n",
       "      'jobId': '56928029',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956928029.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=23&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=23',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 552933,\n",
       "      'compScale': '2000-5000人',\n",
       "      'compLogo': '5bfea2fc74719d2aa34c73fb03a.png',\n",
       "      'compName': '广东亿迅科技有限公司',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'link': 'https://www.liepin.com/company/552933/'},\n",
       "     'recruiter': {'imId': '69dd5aa7404662acbf1edd1f3249a09c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '招聘管理',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '08e4b7710d87386c452b3baea68b57ec'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2256928029%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
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       "    {'job': {'labels': [],\n",
       "      'title': '产品经理（快消品）',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-南沙区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230424180550',\n",
       "      'jobId': '54094527',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1954094527.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=24&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=24',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 13103111,\n",
       "      'compScale': '1000-2000人',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州奥昆食品有限公司',\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
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       "     'recruiter': {'imId': '207c380fb07ddad3e7b657921b02bb93',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '林女士',\n",
       "      'recruiterTitle': '',\n",
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       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'bfc28207e2f1179886f470d24295fcbf'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2254094527%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"207c380fb07ddad3e7b657921b02bb93\",\"imUserType\":\"2\",\"jobId\":\"54094527\",\"recruiterName\":\"林女士\",\"userId\":\"bfc28207e2f1179886f470d24295fcbf\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': ['产品设计', '需求分析'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '12-20k',\n",
       "      'dq': '广州-黄埔区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230406170509',\n",
       "      'jobId': '44316525',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1944316525.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=25&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=25',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 12155019,\n",
       "      'compScale': '50-99人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60d97ac1208b48306211569801u.png',\n",
       "      'compName': '千里眼(广州)人工智能科技有限公司',\n",
       "      'compIndustry': '人工智能',\n",
       "      'link': 'https://www.liepin.com/company/12155019/'},\n",
       "     'recruiter': {'imId': 'fc94b91b540b7f07cde5ca55a88b4d39',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '朱女士',\n",
       "      'recruiterTitle': '行政专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'd23bfd561d4618fd321935c5956f05c6'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244316525%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"fc94b91b540b7f07cde5ca55a88b4d39\",\"imUserType\":\"2\",\"jobId\":\"44316525\",\"recruiterName\":\"朱女士\",\"userId\":\"d23bfd561d4618fd321935c5956f05c6\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '代客代理中心产品经理岗（衍生品交易产品经理）',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230308105217',\n",
       "      'jobId': '56773475',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956773475.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=26&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=26',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8790445,\n",
       "      'compScale': '2000-5000人',\n",
       "      'compLogo': '5bfea60174719d2aa34cf03003a.png',\n",
       "      'compName': '浦发银行',\n",
       "      'compIndustry': '银行',\n",
       "      'link': 'https://www.liepin.com/company/8790445/'},\n",
       "     'recruiter': {'imId': 'a6ecbb8d620b5506c1bd2b3e9fec8144',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源部',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': 'f3b6bdf2ce40fc5ff3a020d01df02f01'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2256773475%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"a6ecbb8d620b5506c1bd2b3e9fec8144\",\"imUserType\":\"2\",\"jobId\":\"56773475\",\"recruiterName\":\"陈女士\",\"userId\":\"f3b6bdf2ce40fc5ff3a020d01df02f01\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'},\n",
       "    {'job': {'labels': ['AI人工智能产品',\n",
       "       '机器学习',\n",
       "       '深度学习',\n",
       "       '人工智能',\n",
       "       '人工智能领域',\n",
       "       'AI',\n",
       "       '算法/AI编程',\n",
       "       '推荐算法'],\n",
       "      'title': 'AI应用产品经理（广州总部）# 90M0115489',\n",
       "      'salary': '17-22k·13薪',\n",
       "      'dq': '广州-白云区',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230403142127',\n",
       "      'jobId': '44961783',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/44961783.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=27&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=27',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '不需要融资',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海大型专业服务公司',\n",
       "      'compIndustry': '人力资源服务',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '4599fb70152beed2e89ee1fba507436c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '6307358dfcd8e70344dcd0aa02u.jpeg',\n",
       "      'recruiterId': '650041927c39da8d4d33c7d4c3febfb0'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2244961783%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"4599fb70152beed2e89ee1fba507436c\",\"imUserType\":\"2\",\"jobId\":\"44961783\",\"recruiterName\":\"刘先生\",\"userId\":\"650041927c39da8d4d33c7d4c3febfb0\",\"recruiterPhoto\":\"6307358dfcd8e70344dcd0aa02u.jpeg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '电商产品经理(J10169)',\n",
       "      'salary': '12-20k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230131151535',\n",
       "      'jobId': '54170607',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1954170607.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=28&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=28',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8134400,\n",
       "      'compScale': '5000-10000人',\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '62eb718e29badd322a14498d03u.png',\n",
       "      'compName': 'LINSY 林氏',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': 'https://www.liepin.com/company/8134400/'},\n",
       "     'recruiter': {'imId': 'fba4b11d39f91cd7cc809655362a8e54',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '郑女士',\n",
       "      'recruiterTitle': '高级招聘bp',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '22196dddc475ff27dbf195b55ab30d93'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2254170607%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"fba4b11d39f91cd7cc809655362a8e54\",\"imUserType\":\"2\",\"jobId\":\"54170607\",\"recruiterName\":\"郑女士\",\"userId\":\"22196dddc475ff27dbf195b55ab30d93\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'},\n",
       "    {'job': {'labels': ['IT互联网', '用户研究', '市场调研'],\n",
       "      'title': '高级产品经理-',\n",
       "      'salary': '18-28k·16薪',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20220317182024',\n",
       "      'jobId': '41290327',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1941290327.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=29&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=29',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 9541320,\n",
       "      'compScale': '2000-5000人',\n",
       "      'compLogo': '635f3558bc4bee6f5c71877b04u.png',\n",
       "      'compName': '数字广东',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': 'https://www.liepin.com/company/9541320/'},\n",
       "     'recruiter': {'imId': 'a3f8d3fcd35211590eae969ce9a54d02',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '3c7809eade2bdcbf731b0e7b4e6639e3'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2241290327%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"a3f8d3fcd35211590eae969ce9a54d02\",\"imUserType\":\"2\",\"jobId\":\"41290327\",\"recruiterName\":\"刘女士\",\"userId\":\"3c7809eade2bdcbf731b0e7b4e6639e3\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': ['AI人工智能产品', 'IT互联网', '电子商务', '批发/零售'],\n",
       "      'title': 'AI产品经理',\n",
       "      'salary': '15-22k·13薪',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230418135134',\n",
       "      'jobId': '45394213',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45394213.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=30&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=30',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某国内大型食品/饮料/酒水公司',\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '1ea5a0993d3cd147540202c0778f1521',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '曹先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '643de937ffcb574c11fc7efa02u.png',\n",
       "      'recruiterId': 'bc5aeb6fbe53ec20a08be7d47ba8d3cf'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245394213%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"1ea5a0993d3cd147540202c0778f1521\",\"imUserType\":\"2\",\"jobId\":\"45394213\",\"recruiterName\":\"曹先生\",\"userId\":\"bc5aeb6fbe53ec20a08be7d47ba8d3cf\",\"recruiterPhoto\":\"643de937ffcb574c11fc7efa02u.png\"}'},\n",
       "    {'job': {'labels': ['广电行业', '大B端', '售前技术支持', '解决方案'],\n",
       "      'title': '互联网产品经理',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-番禺区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230414153342',\n",
       "      'jobId': '56963329',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956963329.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=31&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=31',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 12258925,\n",
       "      'compScale': '1-49人',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广东南粤云视科技有限公司',\n",
       "      'compIndustry': '批发/零售',\n",
       "      'link': 'https://www.liepin.com/company/12258925/'},\n",
       "     'recruiter': {'imId': '0b64dd773d32df38485f40b921d561e1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人事经理',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': '203c2af18445f220d3d49f48cd931310'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2256963329%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"0b64dd773d32df38485f40b921d561e1\",\"imUserType\":\"2\",\"jobId\":\"56963329\",\"recruiterName\":\"梁女士\",\"userId\":\"203c2af18445f220d3d49f48cd931310\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n",
       "    {'job': {'labels': ['跨境电商', 'to C', 'ERP系统', '数据分析', '供应链产品'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230426141208',\n",
       "      'jobId': '56142583',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1956142583.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=32&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=32',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 13297665,\n",
       "      'compScale': '500-999人',\n",
       "      'compLogo': '634f899ab0584d35822417cb06u.png',\n",
       "      'compName': '文峰荟(广州)企业管理有限公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'link': 'https://www.liepin.com/company/13297665/'},\n",
       "     'recruiter': {'imId': 'ae28de7e05e365ec4905a3841e4dc3ea',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '人事专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': 'e36552938188a1aad74c93eafadb8eb7'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2256142583%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"ae28de7e05e365ec4905a3841e4dc3ea\",\"imUserType\":\"2\",\"jobId\":\"56142583\",\"recruiterName\":\"王女士\",\"userId\":\"e36552938188a1aad74c93eafadb8eb7\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': 'OTC区域产品经理',\n",
       "      'salary': '15-18k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230426092919',\n",
       "      'jobId': '45311581',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45311581.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=33&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=33',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海制药上市公司',\n",
       "      'compIndustry': '制药',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '2978e4a1a5fa206f38336404cc661e56',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '穆女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '60bdbdbdefb820007c03b64d02u.png',\n",
       "      'recruiterId': '8e95bdec16ebe0f91f535d45741e3b81'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245311581%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f38336404cc661e56\",\"imUserType\":\"2\",\"jobId\":\"45311581\",\"recruiterName\":\"穆女士\",\"userId\":\"8e95bdec16ebe0f91f535d45741e3b81\",\"recruiterPhoto\":\"60bdbdbdefb820007c03b64d02u.png\"}'},\n",
       "    {'job': {'labels': ['交易产品',\n",
       "       '供应链产品',\n",
       "       '数据产品',\n",
       "       '电商产品',\n",
       "       'to B',\n",
       "       'CRM系统',\n",
       "       '采购',\n",
       "       'SaaS系统',\n",
       "       '计算机软件',\n",
       "       '信息安全'],\n",
       "      'title': '产品经理岗（信息技术）',\n",
       "      'salary': '10-16k·15薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230419180107',\n",
       "      'jobId': '57365497',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957365497.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=34&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=34',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 13126133,\n",
       "      'compScale': '100-499人',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '广州交易所集团有限公司',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'link': 'https://www.liepin.com/company/13126133/'},\n",
       "     'recruiter': {'imId': 'a2afe536821a6213835da8f121f93219',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '54cbd070baed9f4ed723ded599efb12c'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257365497%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"a2afe536821a6213835da8f121f93219\",\"imUserType\":\"2\",\"jobId\":\"57365497\",\"recruiterName\":\"陈女士\",\"userId\":\"54cbd070baed9f4ed723ded599efb12c\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '上市厂商产品经理',\n",
       "      'salary': '12-16k·13薪',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230420084655',\n",
       "      'jobId': '45425665',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '硕士及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45425665.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=35&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=35',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '1000-2000人',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某深圳医疗器械上市公司',\n",
       "      'compIndustry': '医疗器械',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '982cf6de5ee286e6c840dbff03641b29',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '蒋先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '63f31eb15cb29a443ec4141e02u.jpeg',\n",
       "      'recruiterId': 'bc34e37f50e59c8d32694877c3f65258'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245425665%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"982cf6de5ee286e6c840dbff03641b29\",\"imUserType\":\"2\",\"jobId\":\"45425665\",\"recruiterName\":\"蒋先生\",\"userId\":\"bc34e37f50e59c8d32694877c3f65258\",\"recruiterPhoto\":\"63f31eb15cb29a443ec4141e02u.jpeg\"}'},\n",
       "    {'job': {'labels': ['Visio', 'Axure', '工业互联网'],\n",
       "      'title': '产品经理',\n",
       "      'salary': '11-17k',\n",
       "      'dq': '广州-天河区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230421174504',\n",
       "      'jobId': '58024007',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958024007.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=36&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=36',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 9944665,\n",
       "      'compScale': '50-99人',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '中船工业互联网有限公司',\n",
       "      'compIndustry': '互联网',\n",
       "      'link': 'https://www.liepin.com/company/9944665/'},\n",
       "     'recruiter': {'imId': 'a93749238acde2291837546e45eb3a29',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '郭女士',\n",
       "      'recruiterTitle': '',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'd5177c362ae2b36051ad066dbe2db213'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2258024007%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"a93749238acde2291837546e45eb3a29\",\"imUserType\":\"2\",\"jobId\":\"58024007\",\"recruiterName\":\"郭女士\",\"userId\":\"d5177c362ae2b36051ad066dbe2db213\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': '产品经理(妇瘤领域）',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230424105203',\n",
       "      'jobId': '52410465',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1952410465.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8275623,\n",
       "      'compScale': '2000-5000人',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compName': '康方生物',\n",
       "      'compIndustry': '制药',\n",
       "      'link': 'https://www.liepin.com/company/8275623/'},\n",
       "     'recruiter': {'imId': '34bca69415136074d2e7a31c096a5fc3',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '邓女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '42a2c62bf934a3d99dabcf9dd14166d8'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2252410465%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"34bca69415136074d2e7a31c096a5fc3\",\"imUserType\":\"2\",\"jobId\":\"52410465\",\"recruiterName\":\"邓女士\",\"userId\":\"42a2c62bf934a3d99dabcf9dd14166d8\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'},\n",
       "    {'job': {'labels': [],\n",
       "      'title': 'OTC区域产品经理',\n",
       "      'salary': '15-18k',\n",
       "      'dq': '广州',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230426092919',\n",
       "      'jobId': '45496601',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专及以上',\n",
       "      'topJob': False,\n",
       "      'link': 'https://www.liepin.com/a/45496601.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海制药上市公司',\n",
       "      'compIndustry': '制药',\n",
       "      'link': ''},\n",
       "     'recruiter': {'imId': '2978e4a1a5fa206f38336404cc661e56',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '穆女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '60bdbdbdefb820007c03b64d02u.png',\n",
       "      'recruiterId': '8e95bdec16ebe0f91f535d45741e3b81'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2245496601%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f38336404cc661e56\",\"imUserType\":\"2\",\"jobId\":\"45496601\",\"recruiterName\":\"穆女士\",\"userId\":\"8e95bdec16ebe0f91f535d45741e3b81\",\"recruiterPhoto\":\"60bdbdbdefb820007c03b64d02u.png\"}'},\n",
       "    {'job': {'labels': ['交互设计', 'Axure', '用户研究'],\n",
       "      'title': '产品经理（数字化） (MJ001940)',\n",
       "      'salary': '10-18k',\n",
       "      'dq': '广州-黄埔区',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230411142554',\n",
       "      'jobId': '57700793',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科',\n",
       "      'topJob': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1957700793.shtml',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'advViewFlag': False},\n",
       "     'comp': {'compId': 8547388,\n",
       "      'compScale': '10000人以上',\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '6242b195ca47ff43908033f907u.png',\n",
       "      'compName': '广电运通金融电子',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'link': 'https://www.liepin.com/company/8547388/'},\n",
       "     'recruiter': {'imId': 'ae4d6cfa4ade940c9b424d05e277c733',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '屈女士',\n",
       "      'recruiterTitle': '人力资源专员',\n",
       "      'chatted': False,\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'd240723b0e912c8397fdbbeae47fcb1b'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22jobId%22%3A%2257700793%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'dataParams': '{\"jobKind\":\"2\",\"imId\":\"ae4d6cfa4ade940c9b424d05e277c733\",\"imUserType\":\"2\",\"jobId\":\"57700793\",\"recruiterName\":\"屈女士\",\"userId\":\"d240723b0e912c8397fdbbeae47fcb1b\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}'}],\n",
       "   'compList': []},\n",
       "  'pagination': {'totalPage': 10,\n",
       "   'pageSize': 40,\n",
       "   'currentPage': 0,\n",
       "   'totalCounts': 801,\n",
       "   'hasNext': False},\n",
       "  'passThroughData': {'ckId': '3b29iuddljqf59cydxyrva195gws0t99',\n",
       "   'scene': 'condition',\n",
       "   'skId': 'wybibtz1aiszbjmi04npybw27lwjrig9',\n",
       "   'fkId': '3b29iuddljqf59cydxyrva195gws0t99',\n",
       "   'sfrom': 'search_job_pc'}}}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_liepin = r.json()\n",
    "data_liepin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "a4dfaa54",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "261dca6a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.jobId</th>\n",
       "      <th>job.requireWorkYears</th>\n",
       "      <th>...</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"7bcd6f67675b9b1f6042c17...</td>\n",
       "      <td>[牙齿正畸]</td>\n",
       "      <td>客户经理--齿科正畸产品</td>\n",
       "      <td>10-14k·14薪</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230426154755</td>\n",
       "      <td>57784639</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>化工</td>\n",
       "      <td>https://www.liepin.com/company/7864451/</td>\n",
       "      <td>7bcd6f67675b9b1f6042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>recruiting manager</td>\n",
       "      <td>False</td>\n",
       "      <td>5d639dabd0718579c6ce8cec04u.jpg</td>\n",
       "      <td>f51c1d2e9c63ee702eb20f824463cbc5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"d4cc4bca17cae276aefc9b4...</td>\n",
       "      <td>[泌尿外科]</td>\n",
       "      <td>医药产品经理</td>\n",
       "      <td>25-30k·14薪</td>\n",
       "      <td>广州-越秀区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230321153342</td>\n",
       "      <td>57157157</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/8275623/</td>\n",
       "      <td>d4cc4bca17cae276aefc9b4a2bd8879c</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>高级医学信息沟通专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>22ab2b1a88769c3259935c280d474240</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"9cfdabc8878349689809d03...</td>\n",
       "      <td>[市场营销, 产品管理, 产品开发]</td>\n",
       "      <td>Product Manager</td>\n",
       "      <td>25-30k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230426100705</td>\n",
       "      <td>45177357</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>日化</td>\n",
       "      <td></td>\n",
       "      <td>9cfdabc8878349689809d03804875792</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6321be3095ee1c04143439eb01u.jpeg</td>\n",
       "      <td>47227c6fbfcd952686963be95b15422d</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"5fdfb4259befbf07160bef4...</td>\n",
       "      <td>[供应链产品, 数据分析]</td>\n",
       "      <td>产品经理助理</td>\n",
       "      <td>5-7k·13薪</td>\n",
       "      <td>广州-番禺区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230426095802</td>\n",
       "      <td>57816811</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>https://www.liepin.com/company/9730786/</td>\n",
       "      <td>5fdfb4259befbf07160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>杜先生</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>c8d145acb0a3162c59941f318d428c38</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"529552300bc2bc6e160bef4...</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>助理产品经理</td>\n",
       "      <td>16-20k</td>\n",
       "      <td>广州</td>\n",
       "      <td>2</td>\n",
       "      <td>20220919114809</td>\n",
       "      <td>40053971</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/12568645/</td>\n",
       "      <td>529552300bc2bc6e160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>1590a7fa7a4c122cc9faa5f1f002919b</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"4acca2cffc6204f40e33f8a...</td>\n",
       "      <td>[金融产品, 商业产品, IT互联网, 金融行业, 产品优化, 产品设计]</td>\n",
       "      <td>数字化产品经理岗</td>\n",
       "      <td>20-40k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230406115341</td>\n",
       "      <td>57565197</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>https://www.liepin.com/company/8136395/</td>\n",
       "      <td>4acca2cffc6204f40e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>方女士</td>\n",
       "      <td>高级人力资源经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>957da5d54f0e05cf25285db46809d2f1</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"883cd419b3e5fda8befa578...</td>\n",
       "      <td>[产品规划]</td>\n",
       "      <td>助理产品经理</td>\n",
       "      <td>12-21k</td>\n",
       "      <td>广州</td>\n",
       "      <td>2</td>\n",
       "      <td>20230131173142</td>\n",
       "      <td>42213621</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/8788514/</td>\n",
       "      <td>883cd419b3e5fda8befa578784e31c32</td>\n",
       "      <td>2</td>\n",
       "      <td>庞先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>cb4f864075f8397e2ebcc61831f46d45</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"7d9de10d9f7b0a9c9941166...</td>\n",
       "      <td>[广告产品, 广告行业, 游戏行业, 计算机软件, 产品设计, 流程设计, 数据分析, 团队管理]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>15-30k</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230310175540</td>\n",
       "      <td>48652943</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>游戏</td>\n",
       "      <td>https://www.liepin.com/company/8166526/</td>\n",
       "      <td>7d9de10d9f7b0a9c9941166e65ebdb6f</td>\n",
       "      <td>2</td>\n",
       "      <td>文饶</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>ba92c288ac646d9975818ed14bd0d05e</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>家居-产品经理</td>\n",
       "      <td>15-24k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102615</td>\n",
       "      <td>44668403</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td></td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>照明-产品经理</td>\n",
       "      <td>15-24k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102239</td>\n",
       "      <td>44668045</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td></td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"771cd76556a28fdf9ccf3dc...</td>\n",
       "      <td>[旅游产品, to C, OTA, 英文]</td>\n",
       "      <td>产品经理（海外业务）</td>\n",
       "      <td>12-20k·13薪</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230413145517</td>\n",
       "      <td>57485259</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>https://www.liepin.com/company/8082331/</td>\n",
       "      <td>771cd76556a28fdf9ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>3fcd2f12b166bad5fdacd2bbba7fbaf4</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"4dd9c611f28fb31268c56fc...</td>\n",
       "      <td>[需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>12-15k</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230214160846</td>\n",
       "      <td>56099491</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>工艺品</td>\n",
       "      <td>https://www.liepin.com/company/13001749/</td>\n",
       "      <td>4dd9c611f28fb31268c56fcc9b2af6cb</td>\n",
       "      <td>2</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>人力行政实习生</td>\n",
       "      <td>False</td>\n",
       "      <td>63ec2b240a1ead27bd40dc1505u.png</td>\n",
       "      <td>93dd604f1509212fa3eb4df9e13b6d62</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"f7db13688dbb016edf514c6...</td>\n",
       "      <td>[生物科技]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>20-40k·14薪</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230327134052</td>\n",
       "      <td>57310499</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>生物技术</td>\n",
       "      <td>https://www.liepin.com/company/13113895/</td>\n",
       "      <td>f7db13688dbb016edf514c63e89fb1b8</td>\n",
       "      <td>2</td>\n",
       "      <td>谭先生</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>6423908b3bc4c916d465997108u.png</td>\n",
       "      <td>42d729da7b77447d94ee8f73bffdc0cd</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"c19a3d02ddef3222e70dc0c...</td>\n",
       "      <td>[NFC, 一卡通]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>20-30k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230131145853</td>\n",
       "      <td>43004537</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>互联网</td>\n",
       "      <td></td>\n",
       "      <td>c19a3d02ddef3222e70dc0cfcb4da503</td>\n",
       "      <td>2</td>\n",
       "      <td>秦先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>625e156c9acaf0067ad22cbb08u.jpg</td>\n",
       "      <td>2811825ea5bfeb820b7c63a6104db6fb</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c...</td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>充电-产品经理</td>\n",
       "      <td>15-24k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230323102443</td>\n",
       "      <td>44668245</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td></td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"612d2e8328d1f75dfdb07c5...</td>\n",
       "      <td>[工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>8-13k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20221125094722</td>\n",
       "      <td>46355485</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>https://www.liepin.com/company/9257569/</td>\n",
       "      <td>612d2e8328d1f75dfdb07c5a03f49b8b</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源负责人</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>1cb765d37bd0684eff1ae1f928339e0b</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"aff648644d2a1229fa1c74c...</td>\n",
       "      <td>[]</td>\n",
       "      <td>心血管产品线总经理</td>\n",
       "      <td>30-50k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230310203843</td>\n",
       "      <td>44296619</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td></td>\n",
       "      <td>aff648644d2a1229fa1c74c9d557610b</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6246e8b3bc8c77795d23422d03u.png</td>\n",
       "      <td>1f85cb9fa2d342ded02e1a3cb9420619</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"9f14288df001c0c215bfaef...</td>\n",
       "      <td>[产品经理, MCS系统, B2B报价系统]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>10-15k</td>\n",
       "      <td>广州-增城区</td>\n",
       "      <td>1</td>\n",
       "      <td>20230406101734</td>\n",
       "      <td>45039771</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>家具/家居</td>\n",
       "      <td></td>\n",
       "      <td>9f14288df001c0c215bfaefec8d20490</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>5d541bac4ebeb1284dfb924f06u.jpg</td>\n",
       "      <td>565849ded1b9b95e377539f79c05e41c</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"abdc4a6288cb408c67afc08...</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>15-20k·13薪</td>\n",
       "      <td>广州</td>\n",
       "      <td>2</td>\n",
       "      <td>20210723095531</td>\n",
       "      <td>41293593</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>https://www.liepin.com/company/9249321/</td>\n",
       "      <td>abdc4a6288cb408c67afc08fad36a30d</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>广州卓术信息科技有限公司</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>41a7ab5db2267b7a7086e5281ecdcd6d</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"a7c1274d81ffbd5c8fa263e...</td>\n",
       "      <td>[产品设计, axure, visio, xmind, erp, 需求分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>7-12k</td>\n",
       "      <td>广州-越秀区</td>\n",
       "      <td>2</td>\n",
       "      <td>20211112142054</td>\n",
       "      <td>44638211</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>https://www.liepin.com/company/8947527/</td>\n",
       "      <td>a7c1274d81ffbd5c8fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d065b1daa7bcb84ae6c40ac9e0b1d9fc</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"b9f180babb88d8c1d6a9d12...</td>\n",
       "      <td>[电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]</td>\n",
       "      <td>家具产品经理</td>\n",
       "      <td>15-30k·13薪</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20220729142500</td>\n",
       "      <td>46557423</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>https://www.liepin.com/company/10239197/</td>\n",
       "      <td>b9f180babb88d8c1d6a9d1214a39013b</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>hrbp</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>a2d2354bf657634e4912f8ab59d2cc03</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"419e123d9f6bdaed6dadb48...</td>\n",
       "      <td>[工具产品, 移动端产品]</td>\n",
       "      <td>产品经理（工具产品）</td>\n",
       "      <td>15-25k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230411145606</td>\n",
       "      <td>55540905</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>https://www.liepin.com/company/8835306/</td>\n",
       "      <td>419e123d9f6bdaed6dadb487287a091a</td>\n",
       "      <td>2</td>\n",
       "      <td>康女士</td>\n",
       "      <td>招聘</td>\n",
       "      <td>False</td>\n",
       "      <td>5de9b8bfcd52473b94f2fba308u.jpg</td>\n",
       "      <td>626782c0f12b3069230926edcca89924</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"03e8d37d540f7aacac365a6...</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（金融类产品）</td>\n",
       "      <td>8-15k·13薪</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230316172436</td>\n",
       "      <td>41342655</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>游戏</td>\n",
       "      <td>https://www.liepin.com/company/8166526/</td>\n",
       "      <td>03e8d37d540f7aacac365a663ca833da</td>\n",
       "      <td>2</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>0042dacfb48178e98761eb2ffb64e351</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"69dd5aa7404662acbf1edd1...</td>\n",
       "      <td>[云网编排, 电信]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>12-25k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230426085740</td>\n",
       "      <td>56928029</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>https://www.liepin.com/company/552933/</td>\n",
       "      <td>69dd5aa7404662acbf1edd1f3249a09c</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>招聘管理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>08e4b7710d87386c452b3baea68b57ec</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"207c380fb07ddad3e7b6579...</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（快消品）</td>\n",
       "      <td>15-25k</td>\n",
       "      <td>广州-南沙区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230424180550</td>\n",
       "      <td>54094527</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>https://www.liepin.com/company/13103111/</td>\n",
       "      <td>207c380fb07ddad3e7b657921b02bb93</td>\n",
       "      <td>2</td>\n",
       "      <td>林女士</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>bfc28207e2f1179886f470d24295fcbf</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"fc94b91b540b7f07cde5ca5...</td>\n",
       "      <td>[产品设计, 需求分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>12-20k</td>\n",
       "      <td>广州-黄埔区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230406170509</td>\n",
       "      <td>44316525</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>人工智能</td>\n",
       "      <td>https://www.liepin.com/company/12155019/</td>\n",
       "      <td>fc94b91b540b7f07cde5ca55a88b4d39</td>\n",
       "      <td>2</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>行政专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>d23bfd561d4618fd321935c5956f05c6</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"a6ecbb8d620b5506c1bd2b3...</td>\n",
       "      <td>[]</td>\n",
       "      <td>代客代理中心产品经理岗（衍生品交易产品经理）</td>\n",
       "      <td>15-30k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230308105217</td>\n",
       "      <td>56773475</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>银行</td>\n",
       "      <td>https://www.liepin.com/company/8790445/</td>\n",
       "      <td>a6ecbb8d620b5506c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>f3b6bdf2ce40fc5ff3a020d01df02f01</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"4599fb70152beed2e89ee1f...</td>\n",
       "      <td>[AI人工智能产品, 机器学习, 深度学习, 人工智能, 人工智能领域, AI, 算法/AI...</td>\n",
       "      <td>AI应用产品经理（广州总部）# 90M0115489</td>\n",
       "      <td>17-22k·13薪</td>\n",
       "      <td>广州-白云区</td>\n",
       "      <td>1</td>\n",
       "      <td>20230403142127</td>\n",
       "      <td>44961783</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td></td>\n",
       "      <td>4599fb70152beed2e89ee1fba507436c</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6307358dfcd8e70344dcd0aa02u.jpeg</td>\n",
       "      <td>650041927c39da8d4d33c7d4c3febfb0</td>\n",
       "      <td>不需要融资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"fba4b11d39f91cd7cc80965...</td>\n",
       "      <td>[]</td>\n",
       "      <td>电商产品经理(J10169)</td>\n",
       "      <td>12-20k</td>\n",
       "      <td>广州</td>\n",
       "      <td>2</td>\n",
       "      <td>20230131151535</td>\n",
       "      <td>54170607</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>https://www.liepin.com/company/8134400/</td>\n",
       "      <td>fba4b11d39f91cd7cc809655362a8e54</td>\n",
       "      <td>2</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>高级招聘bp</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>22196dddc475ff27dbf195b55ab30d93</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"a3f8d3fcd35211590eae969...</td>\n",
       "      <td>[IT互联网, 用户研究, 市场调研]</td>\n",
       "      <td>高级产品经理-</td>\n",
       "      <td>18-28k·16薪</td>\n",
       "      <td>广州</td>\n",
       "      <td>2</td>\n",
       "      <td>20220317182024</td>\n",
       "      <td>41290327</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>https://www.liepin.com/company/9541320/</td>\n",
       "      <td>a3f8d3fcd35211590eae969ce9a54d02</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3c7809eade2bdcbf731b0e7b4e6639e3</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"1ea5a0993d3cd147540202c...</td>\n",
       "      <td>[AI人工智能产品, IT互联网, 电子商务, 批发/零售]</td>\n",
       "      <td>AI产品经理</td>\n",
       "      <td>15-22k·13薪</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230418135134</td>\n",
       "      <td>45394213</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td></td>\n",
       "      <td>1ea5a0993d3cd147540202c0778f1521</td>\n",
       "      <td>2</td>\n",
       "      <td>曹先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>643de937ffcb574c11fc7efa02u.png</td>\n",
       "      <td>bc5aeb6fbe53ec20a08be7d47ba8d3cf</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"0b64dd773d32df38485f40b...</td>\n",
       "      <td>[广电行业, 大B端, 售前技术支持, 解决方案]</td>\n",
       "      <td>互联网产品经理</td>\n",
       "      <td>10-15k</td>\n",
       "      <td>广州-番禺区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230414153342</td>\n",
       "      <td>56963329</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>批发/零售</td>\n",
       "      <td>https://www.liepin.com/company/12258925/</td>\n",
       "      <td>0b64dd773d32df38485f40b921d561e1</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人事经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>203c2af18445f220d3d49f48cd931310</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"ae28de7e05e365ec4905a38...</td>\n",
       "      <td>[跨境电商, to C, ERP系统, 数据分析, 供应链产品]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>20-30k</td>\n",
       "      <td>广州-越秀区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230426141208</td>\n",
       "      <td>56142583</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>https://www.liepin.com/company/13297665/</td>\n",
       "      <td>ae28de7e05e365ec4905a3841e4dc3ea</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人事专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>e36552938188a1aad74c93eafadb8eb7</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f3833640...</td>\n",
       "      <td>[]</td>\n",
       "      <td>OTC区域产品经理</td>\n",
       "      <td>15-18k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230426092919</td>\n",
       "      <td>45311581</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td></td>\n",
       "      <td>2978e4a1a5fa206f38336404cc661e56</td>\n",
       "      <td>2</td>\n",
       "      <td>穆女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>60bdbdbdefb820007c03b64d02u.png</td>\n",
       "      <td>8e95bdec16ebe0f91f535d45741e3b81</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"a2afe536821a6213835da8f...</td>\n",
       "      <td>[交易产品, 供应链产品, 数据产品, 电商产品, to B, CRM系统, 采购, Saa...</td>\n",
       "      <td>产品经理岗（信息技术）</td>\n",
       "      <td>10-16k·15薪</td>\n",
       "      <td>广州-越秀区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230419180107</td>\n",
       "      <td>57365497</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>https://www.liepin.com/company/13126133/</td>\n",
       "      <td>a2afe536821a6213835da8f121f93219</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>54cbd070baed9f4ed723ded599efb12c</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"982cf6de5ee286e6c840dbf...</td>\n",
       "      <td>[]</td>\n",
       "      <td>上市厂商产品经理</td>\n",
       "      <td>12-16k·13薪</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230420084655</td>\n",
       "      <td>45425665</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td></td>\n",
       "      <td>982cf6de5ee286e6c840dbff03641b29</td>\n",
       "      <td>2</td>\n",
       "      <td>蒋先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>63f31eb15cb29a443ec4141e02u.jpeg</td>\n",
       "      <td>bc34e37f50e59c8d32694877c3f65258</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"a93749238acde2291837546...</td>\n",
       "      <td>[Visio, Axure, 工业互联网]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>11-17k</td>\n",
       "      <td>广州-天河区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230421174504</td>\n",
       "      <td>58024007</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>https://www.liepin.com/company/9944665/</td>\n",
       "      <td>a93749238acde2291837546e45eb3a29</td>\n",
       "      <td>2</td>\n",
       "      <td>郭女士</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d5177c362ae2b36051ad066dbe2db213</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"34bca69415136074d2e7a31...</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理(妇瘤领域）</td>\n",
       "      <td>20-40k</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230424105203</td>\n",
       "      <td>52410465</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td>https://www.liepin.com/company/8275623/</td>\n",
       "      <td>34bca69415136074d2e7a31c096a5fc3</td>\n",
       "      <td>2</td>\n",
       "      <td>邓女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>42a2c62bf934a3d99dabcf9dd14166d8</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f3833640...</td>\n",
       "      <td>[]</td>\n",
       "      <td>OTC区域产品经理</td>\n",
       "      <td>15-18k</td>\n",
       "      <td>广州</td>\n",
       "      <td>1</td>\n",
       "      <td>20230426092919</td>\n",
       "      <td>45496601</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>制药</td>\n",
       "      <td></td>\n",
       "      <td>2978e4a1a5fa206f38336404cc661e56</td>\n",
       "      <td>2</td>\n",
       "      <td>穆女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>60bdbdbdefb820007c03b64d02u.png</td>\n",
       "      <td>8e95bdec16ebe0f91f535d45741e3b81</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"imId\":\"ae4d6cfa4ade940c9b424d0...</td>\n",
       "      <td>[交互设计, Axure, 用户研究]</td>\n",
       "      <td>产品经理（数字化） (MJ001940)</td>\n",
       "      <td>10-18k</td>\n",
       "      <td>广州-黄埔区</td>\n",
       "      <td>2</td>\n",
       "      <td>20230411142554</td>\n",
       "      <td>57700793</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>https://www.liepin.com/company/8547388/</td>\n",
       "      <td>ae4d6cfa4ade940c9b424d05e277c733</td>\n",
       "      <td>2</td>\n",
       "      <td>屈女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>d240723b0e912c8397fdbbeae47fcb1b</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
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       "38  %7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A...   \n",
       "39  %7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A...   \n",
       "\n",
       "                                           dataParams  \\\n",
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       "17  {\"jobKind\":\"1\",\"imId\":\"9f14288df001c0c215bfaef...   \n",
       "18  {\"jobKind\":\"2\",\"imId\":\"abdc4a6288cb408c67afc08...   \n",
       "19  {\"jobKind\":\"2\",\"imId\":\"a7c1274d81ffbd5c8fa263e...   \n",
       "20  {\"jobKind\":\"2\",\"imId\":\"b9f180babb88d8c1d6a9d12...   \n",
       "21  {\"jobKind\":\"2\",\"imId\":\"419e123d9f6bdaed6dadb48...   \n",
       "22  {\"jobKind\":\"2\",\"imId\":\"03e8d37d540f7aacac365a6...   \n",
       "23  {\"jobKind\":\"2\",\"imId\":\"69dd5aa7404662acbf1edd1...   \n",
       "24  {\"jobKind\":\"2\",\"imId\":\"207c380fb07ddad3e7b6579...   \n",
       "25  {\"jobKind\":\"2\",\"imId\":\"fc94b91b540b7f07cde5ca5...   \n",
       "26  {\"jobKind\":\"2\",\"imId\":\"a6ecbb8d620b5506c1bd2b3...   \n",
       "27  {\"jobKind\":\"1\",\"imId\":\"4599fb70152beed2e89ee1f...   \n",
       "28  {\"jobKind\":\"2\",\"imId\":\"fba4b11d39f91cd7cc80965...   \n",
       "29  {\"jobKind\":\"2\",\"imId\":\"a3f8d3fcd35211590eae969...   \n",
       "30  {\"jobKind\":\"1\",\"imId\":\"1ea5a0993d3cd147540202c...   \n",
       "31  {\"jobKind\":\"2\",\"imId\":\"0b64dd773d32df38485f40b...   \n",
       "32  {\"jobKind\":\"2\",\"imId\":\"ae28de7e05e365ec4905a38...   \n",
       "33  {\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f3833640...   \n",
       "34  {\"jobKind\":\"2\",\"imId\":\"a2afe536821a6213835da8f...   \n",
       "35  {\"jobKind\":\"1\",\"imId\":\"982cf6de5ee286e6c840dbf...   \n",
       "36  {\"jobKind\":\"2\",\"imId\":\"a93749238acde2291837546...   \n",
       "37  {\"jobKind\":\"2\",\"imId\":\"34bca69415136074d2e7a31...   \n",
       "38  {\"jobKind\":\"1\",\"imId\":\"2978e4a1a5fa206f3833640...   \n",
       "39  {\"jobKind\":\"2\",\"imId\":\"ae4d6cfa4ade940c9b424d0...   \n",
       "\n",
       "                                           job.labels  \\\n",
       "0                                              [牙齿正畸]   \n",
       "1                                              [泌尿外科]   \n",
       "2                                  [市场营销, 产品管理, 产品开发]   \n",
       "3                                       [供应链产品, 数据分析]   \n",
       "4                                              [数据分析]   \n",
       "5               [金融产品, 商业产品, IT互联网, 金融行业, 产品优化, 产品设计]   \n",
       "6                                              [产品规划]   \n",
       "7   [广告产品, 广告行业, 游戏行业, 计算机软件, 产品设计, 流程设计, 数据分析, 团队管理]   \n",
       "8                                              [工具产品]   \n",
       "9                                              [工具产品]   \n",
       "10                              [旅游产品, to C, OTA, 英文]   \n",
       "11              [需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]   \n",
       "12                                             [生物科技]   \n",
       "13                                         [NFC, 一卡通]   \n",
       "14                                             [工具产品]   \n",
       "15              [工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]   \n",
       "16                                                 []   \n",
       "17                             [产品经理, MCS系统, B2B报价系统]   \n",
       "18                                             [数据分析]   \n",
       "19             [产品设计, axure, visio, xmind, erp, 需求分析]   \n",
       "20   [电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]   \n",
       "21                                      [工具产品, 移动端产品]   \n",
       "22                                                 []   \n",
       "23                                         [云网编排, 电信]   \n",
       "24                                                 []   \n",
       "25                                       [产品设计, 需求分析]   \n",
       "26                                                 []   \n",
       "27  [AI人工智能产品, 机器学习, 深度学习, 人工智能, 人工智能领域, AI, 算法/AI...   \n",
       "28                                                 []   \n",
       "29                                [IT互联网, 用户研究, 市场调研]   \n",
       "30                     [AI人工智能产品, IT互联网, 电子商务, 批发/零售]   \n",
       "31                          [广电行业, 大B端, 售前技术支持, 解决方案]   \n",
       "32                   [跨境电商, to C, ERP系统, 数据分析, 供应链产品]   \n",
       "33                                                 []   \n",
       "34  [交易产品, 供应链产品, 数据产品, 电商产品, to B, CRM系统, 采购, Saa...   \n",
       "35                                                 []   \n",
       "36                              [Visio, Axure, 工业互联网]   \n",
       "37                                                 []   \n",
       "38                                                 []   \n",
       "39                                [交互设计, Axure, 用户研究]   \n",
       "\n",
       "                     job.title  job.salary  job.dq job.jobKind  \\\n",
       "0                 客户经理--齿科正畸产品  10-14k·14薪  广州-天河区           2   \n",
       "1                       医药产品经理  25-30k·14薪  广州-越秀区           2   \n",
       "2             Product Manager       25-30k      广州           1   \n",
       "3                       产品经理助理    5-7k·13薪  广州-番禺区           2   \n",
       "4                       助理产品经理      16-20k      广州           2   \n",
       "5                     数字化产品经理岗      20-40k  广州-天河区           2   \n",
       "6                       助理产品经理      12-21k      广州           2   \n",
       "7                         产品经理      15-30k  广州-海珠区           2   \n",
       "8                      家居-产品经理      15-24k      广州           1   \n",
       "9                      照明-产品经理      15-24k      广州           1   \n",
       "10                  产品经理（海外业务）  12-20k·13薪  广州-海珠区           2   \n",
       "11                        产品经理      12-15k  广州-海珠区           2   \n",
       "12                        产品经理  20-40k·14薪  广州-海珠区           2   \n",
       "13                        产品经理      20-30k      广州           1   \n",
       "14                     充电-产品经理      15-24k      广州           1   \n",
       "15                        产品经理       8-13k  广州-天河区           2   \n",
       "16                   心血管产品线总经理      30-50k      广州           1   \n",
       "17                        产品经理      10-15k  广州-增城区           1   \n",
       "18                        产品经理  15-20k·13薪      广州           2   \n",
       "19                        产品经理       7-12k  广州-越秀区           2   \n",
       "20                      家具产品经理  15-30k·13薪  广州-海珠区           2   \n",
       "21                  产品经理（工具产品）      15-25k  广州-天河区           2   \n",
       "22                 产品经理（金融类产品）   8-15k·13薪  广州-海珠区           2   \n",
       "23                        产品经理      12-25k  广州-天河区           2   \n",
       "24                   产品经理（快消品）      15-25k  广州-南沙区           2   \n",
       "25                        产品经理      12-20k  广州-黄埔区           2   \n",
       "26      代客代理中心产品经理岗（衍生品交易产品经理）      15-30k  广州-天河区           2   \n",
       "27  AI应用产品经理（广州总部）# 90M0115489  17-22k·13薪  广州-白云区           1   \n",
       "28              电商产品经理(J10169)      12-20k      广州           2   \n",
       "29                     高级产品经理-  18-28k·16薪      广州           2   \n",
       "30                      AI产品经理  15-22k·13薪      广州           1   \n",
       "31                     互联网产品经理      10-15k  广州-番禺区           2   \n",
       "32                        产品经理      20-30k  广州-越秀区           2   \n",
       "33                   OTC区域产品经理      15-18k      广州           1   \n",
       "34                 产品经理岗（信息技术）  10-16k·15薪  广州-越秀区           2   \n",
       "35                    上市厂商产品经理  12-16k·13薪      广州           1   \n",
       "36                        产品经理      11-17k  广州-天河区           2   \n",
       "37                  产品经理(妇瘤领域）      20-40k  广州-海珠区           2   \n",
       "38                   OTC区域产品经理      15-18k      广州           1   \n",
       "39        产品经理（数字化） (MJ001940)      10-18k  广州-黄埔区           2   \n",
       "\n",
       "   job.refreshTime job.jobId job.requireWorkYears  ... comp.compIndustry  \\\n",
       "0   20230426154755  57784639                 1-3年  ...                化工   \n",
       "1   20230321153342  57157157                 1-3年  ...                制药   \n",
       "2   20230426100705  45177357                 1-3年  ...                日化   \n",
       "3   20230426095802  57816811                 1-3年  ...       电子/半导体/集成电路   \n",
       "4   20220919114809  40053971                 1-3年  ...                制药   \n",
       "5   20230406115341  57565197                 1-3年  ...          基金/证券/期货   \n",
       "6   20230131173142  42213621                 1-3年  ...                制药   \n",
       "7   20230310175540  48652943                 1-3年  ...                游戏   \n",
       "8   20230323102615  44668403                 1-3年  ...              电子商务   \n",
       "9   20230323102239  44668045                 1-3年  ...              电子商务   \n",
       "10  20230413145517  57485259                 1-3年  ...               互联网   \n",
       "11  20230214160846  56099491                 1-3年  ...               工艺品   \n",
       "12  20230327134052  57310499                 1-3年  ...              生物技术   \n",
       "13  20230131145853  43004537                 1-3年  ...               互联网   \n",
       "14  20230323102443  44668245                 1-3年  ...              电子商务   \n",
       "15  20221125094722  46355485                 1-3年  ...             计算机软件   \n",
       "16  20230310203843  44296619                 1-3年  ...              医疗器械   \n",
       "17  20230406101734  45039771                 1-3年  ...             家具/家居   \n",
       "18  20210723095531  41293593                 1-3年  ...              科技金融   \n",
       "19  20211112142054  44638211                 1-3年  ...              电子商务   \n",
       "20  20220729142500  46557423                 1-3年  ...              电子商务   \n",
       "21  20230411145606  55540905                 1-3年  ...               互联网   \n",
       "22  20230316172436  41342655                 1-3年  ...                游戏   \n",
       "23  20230426085740  56928029                 1-3年  ...             计算机软件   \n",
       "24  20230424180550  54094527                 1-3年  ...          食品/饮料/酒水   \n",
       "25  20230406170509  44316525                 1-3年  ...              人工智能   \n",
       "26  20230308105217  56773475                 1-3年  ...                银行   \n",
       "27  20230403142127  44961783                 1-3年  ...            人力资源服务   \n",
       "28  20230131151535  54170607                 1-3年  ...              电子商务   \n",
       "29  20220317182024  41290327                 1-3年  ...               互联网   \n",
       "30  20230418135134  45394213                 1-3年  ...          食品/饮料/酒水   \n",
       "31  20230414153342  56963329                 1-3年  ...             批发/零售   \n",
       "32  20230426141208  56142583                 1-3年  ...              电子商务   \n",
       "33  20230426092919  45311581                 1-3年  ...                制药   \n",
       "34  20230419180107  57365497                 1-3年  ...          基金/证券/期货   \n",
       "35  20230420084655  45425665                 1-3年  ...              医疗器械   \n",
       "36  20230421174504  58024007                 1-3年  ...               互联网   \n",
       "37  20230424105203  52410465                 1-3年  ...                制药   \n",
       "38  20230426092919  45496601                 1-3年  ...                制药   \n",
       "39  20230411142554  57700793                 1-3年  ...             计算机软件   \n",
       "\n",
       "                                   comp.link  \\\n",
       "0    https://www.liepin.com/company/7864451/   \n",
       "1    https://www.liepin.com/company/8275623/   \n",
       "2                                              \n",
       "3    https://www.liepin.com/company/9730786/   \n",
       "4   https://www.liepin.com/company/12568645/   \n",
       "5    https://www.liepin.com/company/8136395/   \n",
       "6    https://www.liepin.com/company/8788514/   \n",
       "7    https://www.liepin.com/company/8166526/   \n",
       "8                                              \n",
       "9                                              \n",
       "10   https://www.liepin.com/company/8082331/   \n",
       "11  https://www.liepin.com/company/13001749/   \n",
       "12  https://www.liepin.com/company/13113895/   \n",
       "13                                             \n",
       "14                                             \n",
       "15   https://www.liepin.com/company/9257569/   \n",
       "16                                             \n",
       "17                                             \n",
       "18   https://www.liepin.com/company/9249321/   \n",
       "19   https://www.liepin.com/company/8947527/   \n",
       "20  https://www.liepin.com/company/10239197/   \n",
       "21   https://www.liepin.com/company/8835306/   \n",
       "22   https://www.liepin.com/company/8166526/   \n",
       "23    https://www.liepin.com/company/552933/   \n",
       "24  https://www.liepin.com/company/13103111/   \n",
       "25  https://www.liepin.com/company/12155019/   \n",
       "26   https://www.liepin.com/company/8790445/   \n",
       "27                                             \n",
       "28   https://www.liepin.com/company/8134400/   \n",
       "29   https://www.liepin.com/company/9541320/   \n",
       "30                                             \n",
       "31  https://www.liepin.com/company/12258925/   \n",
       "32  https://www.liepin.com/company/13297665/   \n",
       "33                                             \n",
       "34  https://www.liepin.com/company/13126133/   \n",
       "35                                             \n",
       "36   https://www.liepin.com/company/9944665/   \n",
       "37   https://www.liepin.com/company/8275623/   \n",
       "38                                             \n",
       "39   https://www.liepin.com/company/8547388/   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   7bcd6f67675b9b1f6042c177f0a1d2b1                    2   \n",
       "1   d4cc4bca17cae276aefc9b4a2bd8879c                    2   \n",
       "2   9cfdabc8878349689809d03804875792                    2   \n",
       "3   5fdfb4259befbf07160bef405ccde8ba                    2   \n",
       "4   529552300bc2bc6e160bef405ccde8ba                    2   \n",
       "5   4acca2cffc6204f40e33f8ac54fbf39e                    2   \n",
       "6   883cd419b3e5fda8befa578784e31c32                    2   \n",
       "7   7d9de10d9f7b0a9c9941166e65ebdb6f                    2   \n",
       "8   42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "9   42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "10  771cd76556a28fdf9ccf3dc45f6d7696                    2   \n",
       "11  4dd9c611f28fb31268c56fcc9b2af6cb                    2   \n",
       "12  f7db13688dbb016edf514c63e89fb1b8                    2   \n",
       "13  c19a3d02ddef3222e70dc0cfcb4da503                    2   \n",
       "14  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "15  612d2e8328d1f75dfdb07c5a03f49b8b                    2   \n",
       "16  aff648644d2a1229fa1c74c9d557610b                    2   \n",
       "17  9f14288df001c0c215bfaefec8d20490                    2   \n",
       "18  abdc4a6288cb408c67afc08fad36a30d                    2   \n",
       "19  a7c1274d81ffbd5c8fa263ed17de85b1                    2   \n",
       "20  b9f180babb88d8c1d6a9d1214a39013b                    2   \n",
       "21  419e123d9f6bdaed6dadb487287a091a                    2   \n",
       "22  03e8d37d540f7aacac365a663ca833da                    2   \n",
       "23  69dd5aa7404662acbf1edd1f3249a09c                    2   \n",
       "24  207c380fb07ddad3e7b657921b02bb93                    2   \n",
       "25  fc94b91b540b7f07cde5ca55a88b4d39                    2   \n",
       "26  a6ecbb8d620b5506c1bd2b3e9fec8144                    2   \n",
       "27  4599fb70152beed2e89ee1fba507436c                    2   \n",
       "28  fba4b11d39f91cd7cc809655362a8e54                    2   \n",
       "29  a3f8d3fcd35211590eae969ce9a54d02                    2   \n",
       "30  1ea5a0993d3cd147540202c0778f1521                    2   \n",
       "31  0b64dd773d32df38485f40b921d561e1                    2   \n",
       "32  ae28de7e05e365ec4905a3841e4dc3ea                    2   \n",
       "33  2978e4a1a5fa206f38336404cc661e56                    2   \n",
       "34  a2afe536821a6213835da8f121f93219                    2   \n",
       "35  982cf6de5ee286e6c840dbff03641b29                    2   \n",
       "36  a93749238acde2291837546e45eb3a29                    2   \n",
       "37  34bca69415136074d2e7a31c096a5fc3                    2   \n",
       "38  2978e4a1a5fa206f38336404cc661e56                    2   \n",
       "39  ae4d6cfa4ade940c9b424d05e277c733                    2   \n",
       "\n",
       "   recruiter.recruiterName recruiter.recruiterTitle  recruiter.chatted  \\\n",
       "0                      徐女士       recruiting manager              False   \n",
       "1                      刘先生               高级医学信息沟通专员              False   \n",
       "2                      孙女士                     猎头顾问              False   \n",
       "3                      杜先生                                       False   \n",
       "4                      徐女士                     招聘经理              False   \n",
       "5                      方女士                 高级人力资源经理              False   \n",
       "6                      庞先生                     招聘经理              False   \n",
       "7                       文饶                     招聘专员              False   \n",
       "8                      张女士                     猎头顾问              False   \n",
       "9                      张女士                     猎头顾问              False   \n",
       "10                     梁女士                   人力资源主管              False   \n",
       "11                     黄女士                  人力行政实习生              False   \n",
       "12                     谭先生                     招聘专员              False   \n",
       "13                     秦先生                     猎头顾问              False   \n",
       "14                     张女士                     猎头顾问              False   \n",
       "15                     陈女士                  人力资源负责人              False   \n",
       "16                     王女士                     猎头顾问              False   \n",
       "17                     王女士                     猎头顾问              False   \n",
       "18                     陈女士             广州卓术信息科技有限公司              False   \n",
       "19                     李女士                     招聘专员              False   \n",
       "20                     梁女士                     hrbp              False   \n",
       "21                     康女士                       招聘              False   \n",
       "22                     吴女士                       HR              False   \n",
       "23                     张女士                     招聘管理              False   \n",
       "24                     林女士                                       False   \n",
       "25                     朱女士                     行政专员              False   \n",
       "26                     陈女士                    人力资源部              False   \n",
       "27                     刘先生                     猎头顾问              False   \n",
       "28                     郑女士                   高级招聘bp              False   \n",
       "29                     刘女士                     招聘专员              False   \n",
       "30                     曹先生                     猎头顾问              False   \n",
       "31                     梁女士                     人事经理              False   \n",
       "32                     王女士                     人事专员              False   \n",
       "33                     穆女士                     猎头顾问              False   \n",
       "34                     陈女士                                       False   \n",
       "35                     蒋先生                     猎头顾问              False   \n",
       "36                     郭女士                                       False   \n",
       "37                     邓女士                       HR              False   \n",
       "38                     穆女士                     猎头顾问              False   \n",
       "39                     屈女士                   人力资源专员              False   \n",
       "\n",
       "            recruiter.recruiterPhoto             recruiter.recruiterId  \\\n",
       "0    5d639dabd0718579c6ce8cec04u.jpg  f51c1d2e9c63ee702eb20f824463cbc5   \n",
       "1    5f8f986aea60860b75384fab08u.jpg  22ab2b1a88769c3259935c280d474240   \n",
       "2   6321be3095ee1c04143439eb01u.jpeg  47227c6fbfcd952686963be95b15422d   \n",
       "3    5f8f986aea60860b75384fab08u.jpg  c8d145acb0a3162c59941f318d428c38   \n",
       "4    5f8f9865ea60860b75384fa508u.jpg  1590a7fa7a4c122cc9faa5f1f002919b   \n",
       "5    5f8f9865ea60860b75384fa508u.jpg  957da5d54f0e05cf25285db46809d2f1   \n",
       "6    5f8f986bdfb13a7dee342f2108u.jpg  cb4f864075f8397e2ebcc61831f46d45   \n",
       "7    5f8f986c79c7cc70efbf36c808u.jpg  ba92c288ac646d9975818ed14bd0d05e   \n",
       "8    6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "9    6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "10   5f8f9863f6d1ab58476f246a08u.jpg  3fcd2f12b166bad5fdacd2bbba7fbaf4   \n",
       "11   63ec2b240a1ead27bd40dc1505u.png  93dd604f1509212fa3eb4df9e13b6d62   \n",
       "12   6423908b3bc4c916d465997108u.png  42d729da7b77447d94ee8f73bffdc0cd   \n",
       "13   625e156c9acaf0067ad22cbb08u.jpg  2811825ea5bfeb820b7c63a6104db6fb   \n",
       "14   6408280fb792580455b2e08001u.png  0dfca8bd388cf67f1995baa6429364e4   \n",
       "15   5f8f9863f6d1ab58476f246a08u.jpg  1cb765d37bd0684eff1ae1f928339e0b   \n",
       "16   6246e8b3bc8c77795d23422d03u.png  1f85cb9fa2d342ded02e1a3cb9420619   \n",
       "17   5d541bac4ebeb1284dfb924f06u.jpg  565849ded1b9b95e377539f79c05e41c   \n",
       "18   5f8f986779c7cc70efbf36c008u.jpg  41a7ab5db2267b7a7086e5281ecdcd6d   \n",
       "19   5f8f98648dbe6273dcf8515508u.jpg  d065b1daa7bcb84ae6c40ac9e0b1d9fc   \n",
       "20   5f8f9863f6d1ab58476f246a08u.jpg  a2d2354bf657634e4912f8ab59d2cc03   \n",
       "21   5de9b8bfcd52473b94f2fba308u.jpg  626782c0f12b3069230926edcca89924   \n",
       "22   5f8f9866dfb13a7dee342f1808u.jpg  0042dacfb48178e98761eb2ffb64e351   \n",
       "23   5f8f9863f6d1ab58476f246a08u.jpg  08e4b7710d87386c452b3baea68b57ec   \n",
       "24   5f8f9866dfb13a7dee342f1808u.jpg  bfc28207e2f1179886f470d24295fcbf   \n",
       "25   5f8f9866dfb13a7dee342f1808u.jpg  d23bfd561d4618fd321935c5956f05c6   \n",
       "26   5f8f986779c7cc70efbf36c008u.jpg  f3b6bdf2ce40fc5ff3a020d01df02f01   \n",
       "27  6307358dfcd8e70344dcd0aa02u.jpeg  650041927c39da8d4d33c7d4c3febfb0   \n",
       "28   5f8f9866dfb13a7dee342f1808u.jpg  22196dddc475ff27dbf195b55ab30d93   \n",
       "29   5f8f98648dbe6273dcf8515508u.jpg  3c7809eade2bdcbf731b0e7b4e6639e3   \n",
       "30   643de937ffcb574c11fc7efa02u.png  bc5aeb6fbe53ec20a08be7d47ba8d3cf   \n",
       "31   5f8f9863f6d1ab58476f246a08u.jpg  203c2af18445f220d3d49f48cd931310   \n",
       "32   5f8f9865ea60860b75384fa508u.jpg  e36552938188a1aad74c93eafadb8eb7   \n",
       "33   60bdbdbdefb820007c03b64d02u.png  8e95bdec16ebe0f91f535d45741e3b81   \n",
       "34   5f8f9865ea60860b75384fa508u.jpg  54cbd070baed9f4ed723ded599efb12c   \n",
       "35  63f31eb15cb29a443ec4141e02u.jpeg  bc34e37f50e59c8d32694877c3f65258   \n",
       "36   5f8f98648dbe6273dcf8515508u.jpg  d5177c362ae2b36051ad066dbe2db213   \n",
       "37   5f8f9865ea60860b75384fa508u.jpg  42a2c62bf934a3d99dabcf9dd14166d8   \n",
       "38   60bdbdbdefb820007c03b64d02u.png  8e95bdec16ebe0f91f535d45741e3b81   \n",
       "39   5f8f9866dfb13a7dee342f1808u.jpg  d240723b0e912c8397fdbbeae47fcb1b   \n",
       "\n",
       "   comp.compStage  \n",
       "0             NaN  \n",
       "1            港股上市  \n",
       "2           融资未公开  \n",
       "3             NaN  \n",
       "4              D轮  \n",
       "5             NaN  \n",
       "6          沪深A股上市  \n",
       "7             NaN  \n",
       "8              其他  \n",
       "9              其他  \n",
       "10             D轮  \n",
       "11            NaN  \n",
       "12             A轮  \n",
       "13          融资未公开  \n",
       "14             其他  \n",
       "15          融资未公开  \n",
       "16            已上市  \n",
       "17            已上市  \n",
       "18          融资未公开  \n",
       "19           战略投资  \n",
       "20             B轮  \n",
       "21             A轮  \n",
       "22            NaN  \n",
       "23            NaN  \n",
       "24            NaN  \n",
       "25             A轮  \n",
       "26            NaN  \n",
       "27          不需要融资  \n",
       "28             B轮  \n",
       "29            NaN  \n",
       "30          融资未公开  \n",
       "31            NaN  \n",
       "32            NaN  \n",
       "33            已上市  \n",
       "34            NaN  \n",
       "35            已上市  \n",
       "36            NaN  \n",
       "37           港股上市  \n",
       "38            已上市  \n",
       "39         沪深A股上市  \n",
       "\n",
       "[40 rows x 31 columns]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(data_liepin['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6eefa878",
   "metadata": {},
   "source": [
    "## 翻页数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "706f5bef",
   "metadata": {},
   "outputs": [],
   "source": [
    "currenPage = [0,1,2,3...20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dcd12f4c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b6bfd5a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload['data']['mainSearchPcConditionForm']['currentPage'] = '2'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b2530e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "278193d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload_page = [ for page in range(0,21)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "200e7bdf",
   "metadata": {},
   "outputs": [],
   "source": [
    "results = []\n",
    "for page in range(0,21):\n",
    "    payload['data']['mainSearchPcConditionForm']['currentPage'] = page\n",
    "    r = requests.post(url,data=json.dumps(payload),headers=headers)\n",
    "    results.append(r.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8ead2553",
   "metadata": {},
   "outputs": [],
   "source": [
    "results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5c0dc7e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "44c1bd52",
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.json_normalize(results[0]['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3048bcd7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f153e625",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29a0a579",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c3f8e2ea",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29302a94",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02edbbd7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dbc518a6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cec4bf30",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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